Combination of a reduced order state observer and an Extended Kalman Filter for Peltier cells
Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Authors
In this paper, the design of a reduced order observer is presented for a nonlinear thermoelectric system, characterized by a Peltier cell (PC). The task of the observer is to estimate the temperature of the PC's cold side in a cooling system that is used to clamp workpieces by freezing of water in a novel manufacturing process. Due to strongly nonlinear thermoelectric interactions inside the system, an additional Extended Kalman Filter (EKF) is proposed to identify important system parameter. The reduced observer design shows a simple but accurate way to determine the cold-side temperature for further computations as well as for additional controller design approaches.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 2018 19th International Carpathian Control Conference (ICCC) : La Contessa Castle Hotel, Szilvásvárad, Hungary, May 28-31, 2018 |
| Number of pages | 6 |
| Publisher | IEEE - Institute of Electrical and Electronics Engineers Inc. |
| Publication date | 27.06.2018 |
| Pages | 211-216 |
| ISBN (print) | 978-1-5386-4763-9 |
| ISBN (electronic) | 978-1-5386-4762-2 , 978-1-5386-4761-5 |
| DOIs | |
| Publication status | Published - 27.06.2018 |
| Event | IEEE International Carpathian Control Conference - ICCC 2018 - La Contessa Castle Hotel, Szilvásvárad, Szilvásvárad , Hungary Duration: 28.05.2018 → 31.05.2018 Conference number: 19 http://iccc.uni-miskolc.hu/ http://mazsola.iit.uni-miskolc.hu/iccc2018/ |
- extended Kalman Filter, reduced order state observer, thermoelectric cooler
- Engineering